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Rewards Analytics and Distribution Dashboard for Quantification Review¶

This document processes the outputs of the praise reward system and performs an analysis of the resulting token reward distribution.

Out[6]:

Distribution report for round-39

  • This period covers praise given between 2024-01-02 and 2024-01-16.
  • We allocated a total of 19333.333333333332 TEC tokens for rewards.
  • Duplicate praise received a weighting of 0.1 the value of the original praise.
  • We assigned 3 quantifiers per praise instance.
  • Praise receiver names were not hidden behind pseudonyms during quantification

Praise Data Visualization¶

Rating distribution¶

Since praise gets valued on a scale, we can take a look at how often each value of the scale gets assigned by quantifiers. Note: This metric disregards scores of praise marked as a duplicate, since the score of the original is already being taken into account.

Top 10 highest rated contributions¶

The ten highest rated contributions for this round were the following:

Out[9]:
Avg. score To Reason
84.6666666666667 karmaticacid#0 For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE!
77.6666666666667 _cherik#0 For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE!
66.3333333333333 carlos096 For make multisig live
62.0 Amin#2164 For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE!
55.0 mohammad_ranjbar_z#0 For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE!
55.0 brichis and anyone else I may have not included in our absolutely incredible OP RPGF3 fundraising effort. I'm like a proud dad over here, which technically I already am, but for all my Giveth babies. I woke up yesterday and immediately had a tear in my eye upon reading through the amounts the galaxy was awarded for the years of hard work, public goods and service to bettering the worldly community. Way to start the new year! :GIVpower:1026905095356563567 💜
52.3333333333333 griffgreen#0 and anyone else I may have not included in our absolutely incredible OP RPGF3 fundraising effort. I'm like a proud dad over here, which technically I already am, but for all my Giveth babies. I woke up yesterday and immediately had a tear in my eye upon reading through the amounts the galaxy was awarded for the years of hard work, public goods and service to bettering the worldly community. Way to start the new year! :GIVpower:1026905095356563567 💜
52.3333333333333 missgene#0 for the amaaazing work filling out recaptcha over and over and getting tx hashes from 50+ projects so we can add all the missing donations to the dap from the giving season QF round. this was such an incredible amount of work and so important for making sure the matching is distributed fairly to projects
48.0 Maryjaf#2478 for being an outstanding and incredibly reliable tester. MJ has been a critical part of the development team by always thoroughly testing bugs and features, ALL THE TIME. She is everywhere, in every issues continuously testing and communicating with developers and PMs. Her thoroughness and proactiveness in testing makes her such an important part of the team, I appreciate so much the work she does!
48.0 geleeroyale For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE!

Praise Reward Distribution¶

We can now take a look at the distribution of the received praise rewards. You can toggle the inclusion of the different sources by clicking on the legend.

Praise Giving Distribution¶

We can also take a look at the amount of praise different users gave.

Praise Flows¶

Now for something more fun: let's surface the top "praise flows" from the data. Thanks to @inventandchill for this awesome visualization! On one side we have the top 15 praise givers separately, on the other the top 25 receivers. The people outside the selection get aggregated into the "REST FROM" and "REST TO" categories.

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Quantifier Data¶

Now let's take a closer look at the quantification process and the quantifiers:

Praise Outliers¶

To aid the revision process, we highlight disagreements between quantifiers.

Outliers sort by spreads¶

This graphic visualizes controversial praise ratings by sorting them by the "spread" between the highest and lowest received score.

Please keep in mind that this is a visual aid. If there are several praise instances with similar spread and quant score, all but one end up "hidden" on the chart. For an exhaustive list, take a look at the exported file "praise_outliers.csv" .

Praise score by quantifier -- outliers among the quantifiers?¶

Let's see how different quantifiers behaved by showing the range of praise scores they gave.

To interpret the box plot:

  • Bottom horizontal line of box plot is minimum value

  • First horizontal line of rectangle shape of box plot is First quartile or 25%

  • Second horizontal line of rectangle shape of box plot is Second quartile or 50% or median.

  • Third horizontal line of rectangle shape of box plot is third quartile or 75%

  • Top horizontal line of rectangle shape of box plot is maximum value.

Score displacement: tendency to under/over-scoring?¶

Scoring correlation: how similiar am I scoring with others?¶

Agreement on duplication¶

Out[22]:

Among 250 praises, 42 (16.80%) do not agree on duplication

Praise instances with disagreements in duplication are collected in 'results/duplication_examination.csv'. To compare, look at the last 4 columns: 'DUPLICATE MSG 1/2/3' and 'ORIGINAL MSG'.

Agreement on dismissal¶

Out[25]:

Among 250 praises, 2 (0.80%) do not agree on dismissal

Praise instances with disagreements in dismissal are collected in'results/dismissal_disaggreed.csv'. You can further look into who dismissed and who did not.